Cortex Framework v7: AI Agents Meet SAP Data
Quick answer
Google Cloud's Cortex Framework v7 is GA, bringing agent-ready data products, modular deployments, and cost-effective scaling to SAP workloads. Dive in!
Google Cloud just dropped Cortex Framework v7, and it’s a game-changer for anyone wrestling SAP data into AI-ready shape. The goal? Let you deploy AI agents that actually understand your ERP without slowing down mission-critical operations.
Think of it like this: your SAP system is a deep, murky swamp full of valuable data, but it’s tangled in weeds and hard to navigate. Cortex Framework v7 is the capybara that knows the channels—it clears the path, packages the data into clean, reusable data products, and hands them to your AI agents on a silver platter.
What’s New in v7?
1. Agent-Ready Data Products
Forget BI dashboards that tell you what happened last quarter. v7 packages your enterprise data into semantically rich data products with AI-friendly metadata. That means your agents can reason, orchestrate, and execute workflows in real time.
These accelerators for SAP ERP and SAP Business Data Cloud deploy directly in BigQuery, with automatic registration in Knowledge Catalog. You get clear business terms instead of cryptic table names, and even custom fields (like Z-fields) are handled natively.
2. Build Faster with Modular Deployments
Dataform powers the new pipelines, offering version-controlled SQL and dependency management. You only process the tables you need, and dependency resolution handles the order automatically. Plus, you can add custom logic without breaking standard models.
This modular approach shines in multi-system SAP environments. You can deploy for SAP ECC, S/4HANA, and BDC in parallel, with dynamic schema discovery for custom fields. No more manual refactoring.
3. Scale Cost-Effectively
v7 defaults to incremental loading and non-destructive schema updates, so you only process new or modified data. That cuts compute time and costs. And with Dataform’s serverless execution, scaling is a breeze—no extra infrastructure to babysit.
Prefer your own CDC pipeline? Use the bring-your-own (BYO) approach to connect directly.
Agentic Data Product Builder
One of the coolest additions is the agentic data product builder. Using natural language, you can generate custom data products. The AI agent handles the build process, adapting to your specific source data and customizations. It’s like having a capybara engineer on call.
SAP Business Data Cloud Integration
Following the recent SAP Business Data Cloud Connect for BigQuery, v7 natively supports SAP BDC data products. Combine them with Cortex data products to uncover new opportunities. There are also solution samples to help you answer critical questions like sales pipeline health or procurement inefficiencies.
What Customers Are Saying
SLB, an existing Cortex customer, is excited about the potential. Dr. Jwan Ibrahim notes the agentic data product builder could accelerate creating enterprise data products for analytics and AI use cases. High praise from a company swimming in complex SAP environments.
Get Started
Ready to dive in? Here’s how:
- Try a demo deployment: Explore v7 data products with a predefined sample dataset.
- Read the docs: Dive into the technical documentation for production steps.
- Talk to an expert: Contact your Google Cloud account team to see how v7 fits your data-to-AI journey.
Cortex Framework v7 is a solid step toward making SAP data a strategic asset for AI. If you’re already in the Google Cloud swamp, this is the paddle you’ve been looking for.
Original announcement published on Google Cloud.